Dvclive

What's Changed
* pyproject: fix coverage config by dtrifiro in https://github.com/iterative/dvclive/pull/304
* cleanup log param by dtrifiro in https://github.com/iterative/dvclive/pull/307
* keras: add ability to pass live into callback by shcheklein in https://github.com/iterative/dvclive/pull/302
* Run safety only against real dvclive deps. by daavoo in https://github.com/iterative/dvclive/pull/314
* bump mypy to 0.981, enable recursive type aliases by dtrifiro in https://github.com/iterative/dvclive/pull/308
* Update catalyst integration for `>22`. by daavoo in https://github.com/iterative/dvclive/pull/313
* Add `post_to_studio` by daavoo in https://github.com/iterative/dvclive/pull/297
* live: get rid of ParameterAlreadyLoggedError by dtrifiro in https://github.com/iterative/dvclive/pull/316
* Add ability to pass logger instance to frameworks by shcheklein in https://github.com/iterative/dvclive/pull/318
* integrations: lightning: migrate to simpler model by pared in https://github.com/iterative/dvclive/pull/319
* report: Add table for params by daavoo in https://github.com/iterative/dvclive/pull/320
* tests: Simplify huggingface tests. by daavoo in https://github.com/iterative/dvclive/pull/321

New Contributors
* shcheklein made their first contribution in https://github.com/iterative/dvclive/pull/302

**Full Changelog**: https://github.com/iterative/dvclive/compare/0.11.0...0.12.0

What's Changed
* lightning: Update test. by daavoo in https://github.com/iterative/dvclive/pull/276
* tests: Remove hardcoded name by daavoo in https://github.com/iterative/dvclive/pull/275
* readme: remove donate badge by skshetry in https://github.com/iterative/dvclive/pull/280
* use py-template by dtrifiro in https://github.com/iterative/dvclive/pull/281
* data: Don't use `with_suffix` in `output_path`. by daavoo in https://github.com/iterative/dvclive/pull/285
* template: fix cruft.json by skshetry in https://github.com/iterative/dvclive/pull/294
* update template by github-actions in https://github.com/iterative/dvclive/pull/295
* Bump lightning by daavoo and avKostanov in https://github.com/iterative/dvclive/pull/296
* add log_param/log_params by dtrifiro in https://github.com/iterative/dvclive/pull/292
* integrations: fastai speed up tests by pared in https://github.com/iterative/dvclive/pull/301
* gha: pin 3.10 to 3.10.6 by dtrifiro in https://github.com/iterative/dvclive/pull/303

New Contributors
* skshetry made their first contribution in https://github.com/iterative/dvclive/pull/274
* dtrifiro made their first contribution in https://github.com/iterative/dvclive/pull/281
* avKostanov made their first contribution in https://github.com/iterative/dvclive/pull/296

**Full Changelog**: https://github.com/iterative/dvclive/compare/0.10.0...0.11.0

💣 Breaking Changes

- Dropped Python 3.7 support.

- `report` default mode is not `auto`. `html` will be used unless `CI` env var is set, which will use `md`.

To always use `html` (default before this release), you must explicitly pass `report="html"`.

What's Changed

* drop Python 3.7 by daavoo in https://github.com/iterative/dvclive/pull/269
* project: upgrade dvc-render by pared in https://github.com/iterative/dvclive/pull/270
* report: Introduce `markdown` support. by daavoo in https://github.com/iterative/dvclive/pull/266


**Full Changelog**: https://github.com/iterative/dvclive/compare/0.9.0...0.10.0

This will generate a metrics history file at `dvclive/plots/metrics/train/epoch/acc.tsv` with the field `acc`. Previously, the field would be `train/epoch/acc`, duplicating the path name and resulting in lengthy plots legends.

Before:


After:



**Full Changelog**: https://github.com/iterative/dvclive/compare/1.4.0...2.0.0

💣 Breaking Changes

Standardize names of logged metrics across frameworks using a format that is more convenient for our UIs (Studio, VScode)

Fast.ai

diff
train/loss
- valid/loss
+ eval/loss


HuggingFace

diff
- train_loss
+ train/loss
- eval_loss
+ eval/loss


Keras

diff
- loss
+ train/loss
- val_loss
+ eval/loss


PyTorch Lightning

diff
- train_loss_step
+ train/step/loss
- eval_loss_step
+ eval/step/loss


What's Changed

* setup: Add `license` and `license_files` by daavoo in https://github.com/iterative/dvclive/pull/258
* integrations: Standardize metric name to group under subfolders. by daavoo in https://github.com/iterative/dvclive/pull/259


**Full Changelog**: https://github.com/iterative/dvclive/compare/0.8.2...0.9.0

What's Changed
* data: scalar: Accept numpy scalars. by daavoo in https://github.com/iterative/dvclive/pull/254


**Full Changelog**: https://github.com/iterative/dvclive/compare/0.8.1...0.8.2